Power Quality Distribution Characteristics Analysis for Multi-electrified Railway Traction Load based on Improved Gaussian Mixture Models with Merging Operator

机译：基于改进的高斯混合模型的多电气化铁路牵引载荷与合并运算符的电力质量分布特性分析

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AC-DC electrified locomotive and AC-DC-AC high-speed locomotive are two major electrified railway traction load type, and different types of loads can cause different effects to the power quality of electrified railway traction station. Based on power grid monitoring data of different electrified traction load station, the research using improved Gaussian mixture models with merging operator to establish mixed power quality Gaussian models and obtain power quality distribution characteristics parameters for different electrified railway traction load, which can be used to predict the impact of new railway line to the power grid.

机译：AC-DC电力机车和AC-DC-AC高速机车是两个主要的电气化铁路牵引力载荷型，不同类型的负载可能对电气化的铁路牵引站的功率质量产生不同的影响。基于不同电气化牵引车的电网监测数据，使用改进的高斯混合模型与合并操作员建立混合电力质量高斯模型的研究，并获得不同电气化铁路牵引载荷的电能质量分布特性参数，可用于预测新铁路线对电网的影响。

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《International Conference on Sustainable Energy and Environmental Engineering》|2016年|491-986p|共5页
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Jinhao Wang; Chaoying Yang; Yuewen Qi; Yulong Wu; Xiao Chang; Ying Tian; Weiqing Sun;
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中图分类 TK01-53;
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Power quality distribution characteristics; Electrified railway traction load; Improved Gaussian mixture models; Merging operator;

机译：电能质量分布特性;电气化铁路牵引载荷;改进的高斯混合模型;合并运营商;

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机译：具有分裂和合并突变算子的演化高斯混合模型
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机译：基于改进EMD的高速铁路牵引设备电源状态维护建模
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机译：恒功率负载特性对先进电动轨道车辆与带旋转变换器的铁路牵引电源之间低频相互作用的影响
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机译：基于改进的高斯混合模型的多电气化铁路牵引载荷与合并运算符的电力质量分布特性分析
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Power Quality Distribution Characteristics Analysis for Multi-electrified Railway Traction Load based on Improved Gaussian Mixture Models with Merging Operator

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